Publikationen in Zusammenarbeit mit Forschern von Universidad de Oviedo (24)

2021

  1. Fully-Convolutional Denoising Auto-Encoders for NILM in Large Non-Residential Buildings

    IEEE Transactions on Smart Grid, Vol. 12, Núm. 3, pp. 2722-2731

2020

  1. Estimating cooling production and monitoring efficiency in chillers using a soft sensor

    Neural Computing and Applications, Vol. 32, Núm. 23, pp. 17291-17308

2018

  1. A Real-Time Algorithm to Detect Falls in the Elderly

    MeMeA 2018 - 2018 IEEE International Symposium on Medical Measurements and Applications, Proceedings

  2. Automatic measurement of fish size using stereo vision

    I2MTC 2018 - 2018 IEEE International Instrumentation and Measurement Technology Conference: Discovering New Horizons in Instrumentation and Measurement, Proceedings

  3. Interactive data visualization of chatter conditions in a cold rolling mill

    Computers in Industry, Vol. 103, pp. 86-96

  4. Interactive dimensionality reduction of large datasets using interpolation

    ESANN 2018 - Proceedings, European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning

  5. Interactive visualization for NILM in large buildings using non-negative matrix factorization

    Energy and Buildings, Vol. 176, pp. 95-108

2017

  1. Energy analytics in public buildings using interactive histograms

    Energy and Buildings, Vol. 134, pp. 94-104

  2. Evaluating interactive visualization of multidimensional data projection with feature transformation

    Multimodal Technologies and Interaction, Vol. 1, Núm. 3

  3. Latent variable analysis in hospital electric power demand using non-negative matrix factorization

    ESANN 2017 - Proceedings, 25th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning

2015

  1. Interactive feature space extension for multidimensional data projection

    Neurocomputing, Vol. 150, Núm. PB, pp. 611-626

2014

  1. Interactive dimensionality reduction for visual analytics

    22nd European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, ESANN 2014 - Proceedings

  2. Power-consumption analysis through web-based visual data exploration

    IFAC Proceedings Volumes (IFAC-PapersOnline)

2013

  1. Interactive Visualization and Feature Transformation for Multidimensional Data Projection

    1st International Workshop on Visual Analytics Using Multidimensional Projections, VAMP@EuroVis 2013

  2. Visual analysis of a cold rolling process using a dimensionality reduction approach

    Engineering Applications of Artificial Intelligence, Vol. 26, Núm. 8, pp. 1865-1871